{"id":"W4402015278","doi":"10.1186/s12883-024-03810-0","title":"Opinions and experience of neurologists and neurology trainees in Saudi Arabia on functional neurological disorders: a survey based study","year":2024,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Deanship of Scientific Research, King Saud University; College of Medicine, King Saud University; King Saud University","keywords":"Neurology; Neurochemistry; Medicine; Neurosurgery; Neuroradiology; Behavioral neurology; Psychiatry; Family medicine; Internal medicine; Disease; Dementia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190519,0.000170068,0.0003000977,0.0007802849,0.0005420829,0.0006864102,0.0003099925,0.0005433314,0.001116994],"category_scores_gemma":[0.003932838,0.0002307831,0.0002918065,0.0006421608,0.0004338206,0.0007174928,0.0007224139,0.0004171873,0.0002566761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007241771,"about_ca_system_score_gemma":0.0007696002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166535,"about_ca_topic_score_gemma":0.01479659,"domain_scores_codex":[0.9991436,0.0002455583,0.0001507173,0.00007279294,0.0001922576,0.0001951125],"domain_scores_gemma":[0.9962546,0.0006916876,0.001697459,0.00005770873,0.0006110066,0.0006875322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005251927,0.00006172403,0.9846237,0.00009139565,0.0000213036,0.0004072376,0.01075533,0.00002547498,0.0002290498,0.00001968335,0.000298496,0.003414124],"study_design_scores_gemma":[0.000006468259,0.0002925592,0.9543789,0.00011233,0.00001992231,0.001709675,0.04191687,0.0001643292,0.0001095434,0.00001528314,0.001256834,0.00001732628],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993699,0.0001688681,0.00001591393,0.0001128437,0.000003780289,0.000005808626,0.00006944384,6.384782e-7,0.0002528368],"genre_scores_gemma":[0.9993024,0.0003436175,0.00004435569,0.0001175919,0.000007221303,0.000007729726,0.00006390443,6.071065e-7,0.0001124566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166535,"threshold_uncertainty_score":0.02319491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05697889540521451,"score_gpt":0.3186900635224824,"score_spread":0.2617111681172679,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}